LlamaParse
Learn how to use the LlamaParse integration with Julep
Overview
Welcome to the LlamaParse integration guide for Julep! This integration allows you to parse documents efficiently, enabling you to build workflows that require document processing capabilities. Whether you’re developing a document management system or need to extract information from files, this guide will walk you through the setup and usage.
Prerequisites
To use the LlamaParse integration, you need an API key. You can obtain this key by signing up at LlamaParse.
How to Use the Integration
To get started with the LlamaParse integration, follow these steps to configure and create a task:
Configure Your API Key
Add your API key to the tools section of your task. This will allow Julep to authenticate requests to LlamaParse on your behalf.
Create Task Definition
Use the following YAML configuration to define your document parsing task:
Run Task
Deploy your task by creating a new execution.
YAML Explanation
Basic Configuration
Basic Configuration
- name: A descriptive name for the task, in this case, “LlamaParse Task”.
- tools: This section lists the tools or integrations being used. Here,
llama_parse
is defined as an integration tool.
Tool Configuration
Tool Configuration
- type: Specifies the type of tool, which is
integration
in this context. - integration: Details the provider and setup for the integration.
- provider: Indicates the service provider, which is
llama-parse
for LlamaParse. - method: Indicates the method to be used, which is
parse
for LlamaParse. If not specified, the method will beparse
by default. - setup: Contains configuration Details
- llamaparse_api_key: (Required) The API key of the LlamaParse account.
- params: (Optional) Optional parameters for the configuration.
- provider: Indicates the service provider, which is
Execution Configuration
Execution Configuration
- main: Defines the main execution steps.
- tool: Refers to the tool defined earlier (
llama_parse
). - arguments: Specifies the input parameters for the tool:
- file: Can be either a base64 encoded file string or an array of http/https URLs to load
- filename: (optional) The name of the file (only used with base64 encoded files). Defaults to None.
- base64: (optional) Whether the input file is base64 encoded. Defaults to false.
- params: (optional) Optional arguments parameters that can override setup parameters for specific tasks. Defaults to None.
- tool: Refers to the tool defined earlier (
Remember to replace LLAMAPARSE_API_KEY
with your actual API key and ensure your file is base64 encoded if base64
is set to true. Use the params
field to pass any additional parameters required by your specific use case.
LlamaParse supports a wide range of different file types. For a full list of supported file types, please refer to the LlamaParse documentation.
Conclusion
With the LlamaParse integration, you can efficiently process documents and extract valuable information. This integration provides a robust solution for document processing, enhancing your workflow’s capabilities and user experience.
For more information, please refer to the LlamaParse documentation.